What Would a Shorter Schedule Mean for Playoff Odds?

© Charles LeClaire-USA TODAY Sports

After another 24 hours of intense negotiations, MLB’s lockout of the players remains in effect. Just like the last time negotiations ticked past a league-imposed deadline, MLB announced that they had canceled a week (two series) of games, postponing Opening Day until April 14. That brings the total number of weeks canceled to two and series to four, with the possibility of more to come should the two sides not reach a compromise in their negotiation of a new collective bargaining agreement.

It’s unclear whether these games will remain canceled, or whether some newly structured season will change the schedule. After all, the league canceled a week of games last week, then spent most of this week saying they would un-cancel them and play a full 162 if the two sides reached a deal by their new deadline. Plus, the length of the season, and the salaries and service time that go with it, is itself a matter of bargaining. But let’s take the league at their word and assume that we’re now looking at a 150-game season. Read the rest of this entry »


Job Posting: Chicago Cubs Software Engineer, Baseball Systems

Job Title: Software Engineer, Baseball Systems

DEPARTMENT: Baseball Operations: Research & Development – Baseball Systems
REPORTS TO: Architect, Baseball Systems

Location:Chicago, IL

Description:
The Chicago Cubs Baseball Systems Department is seeking to fill a Baseball Systems Software Engineer position. This role will focus on the development and maintenance of the Chicago Cubs baseball information system data warehouse, including creating web interfaces and web tools for the user interface; assisting in mobile application development; building automated ETL processes which feed it; maintaining back-end databases; and troubleshooting data source issues as needed. This role will collaborate with software engineers and data analysts in their use of the Cubs’ data warehouse and coordinate plans for database growth, while also reviewing and recommending new technologies for use by Baseball Operations department. Read the rest of this entry »


We’re Asking for Your Help as We Navigate the Lockout

© The Arizona Republic-USA TODAY NETWORK

Here we are again. Just two years after a global pandemic led to the cancellation of part of spring training and a delayed Opening Day, the lockout has resulted in the loss of more baseball.

This time around, there are no PPP loans to help soften the blow. FanGraphs is in slightly better financial shape than we were in 2020 due to all of our Member support, but that doesn’t change the fact that the lockout is already starting to put the site at risk. Lost revenue is lost revenue, and the longer this goes on, the worse shape we’ll be in. It took us all of last year to climb out of the financial hole the pandemic put us in, and now we’re being dragged back into that uncertainty. Read the rest of this entry »


More Marathon CBA Negotiations Push Back “Real” Deadline to Play 162 Games

© Patrick Breen-USA TODAY NETWORK

Remember back on March 1, when Rob Manfred canceled Major League Baseball’s March 31 Opening Day and the first week of games? And the week before that, when a league spokesperson threatened that canceled games would not be rescheduled, saying, “A deadline is a deadline. Missed games are missed games. Salary will not be paid for those games”? Apparently that wasn’t the real deadline to fit a full 162-game season into the calendar. No — and we’ll pause here so as to be heard over the sound of goalposts being dragged — that deadline was apparently Tuesday, and it’s been extended yet again. After lawyers for the league and the union huddled on Monday, MLB offered its latest formal proposal, and the two sides went back and forth for over 17 hours on Tuesday before pausing around 2:30 AM ET on Wednesday morning so that the union could speak to its board and respond with a counterproposal.

The two sides have converged on monetary issues, but significant gaps remain both there and on other matters, most notably the international draft. It’s possible that a deal could come Wednesday… or that the whole thing could fall apart, with more finger-pointing, and Manfred announcing the cancellation of more games.

Before digging into the details, it’s worth noting again that the length of the season and the ramifications that carries for salaries, incentives, and service time isn’t something that Major League Baseball can decide unilaterally. It’s subject to negotiation, which was why the passage of the March 1 deadline felt so significant, as any attempt to shorten the season would add another layer of complexity to the already contentious proceedings. Complicating matters — or calling the league’s bluff, depending upon how one looks at it — the union has indicated that anything less than pay and service time based on 162 games could mean that they won’t approve an expanded playoff format for 2022. Read the rest of this entry »


Kwang Hyun Kim Returns to Korea

© Benny Sieu-USA TODAY Sports

With no clear end in sight to the owner’s lockout, free agent Kwang Hyun Kim 김광현 has decided to return to Korea for the 2022 season. On Monday, Jeeho Yoo of Yonhap News reported that Kim has signed a four-year deal with the SSG Landers (previously the SK Wyverns). The deal is worth 15.1 billion won ($12.3 million dollars) and breaks the record for largest KBO contract that was previously held by Dae-Ho Lee 이대호 and Sung-bum Na 나성범. In a statement released by the Landers, Kim said, “I was able to challenge myself in the majors because of support from fans here. I decided I wanted to give back to them once I returned to the KBO. The Landers recognized my value with the biggest contract ever in the KBO — I didn’t have to think long and hard about the reunion.”

Kim returns to his old team in Incheon, a squad that has missed the playoffs both years since he made the jump to the major leagues after the 2019 season: They placed ninth in the 10 team league in 2020 but came up half a game short of qualifying for the Wild Card game in 2021. Kim solidifies a starting rotation that also includes former major league pitchers Iván Nova and Wilmer Font. Font led the Landers pitching staff with a 3.46 ERA and a 3.25 FIP, but the four pitchers in the rotation behind him all had ERAs and FIPs over five. With Kim back in the fold, the Landers are likely one of the preseason favorites heading into the regular season.

I asked former FanGraphs contributor Sung Min Kim for some additional context on Kwang Hyun Kim’s return to the KBO.

“Landers are now in a very good position, especially with their pitching staff. Not only do they get one of the better KBO pitchers back in their rotation, but they also bet highly on Wilmer Font, who pitched very well with them in ’21, and Iván Nova, and they also have two solid Korean-born starters in Jong Hoon Park and Seung Won Moon set to return mid-season from injuries. Those five pitchers would make up the best rotation in all of KBO, and make them instant pennant favorites for 2022. They will certainly be a very fun team to watch.”

Kim’s time in America was anything but easy. A club legend while playing for the Wyverns from 2007-19, he made the transition to the US prior to the 2020 season. Unfortunately, his introduction to the major leagues was interrupted by a global pandemic. The next season was a little more normal, but his two-year deal with the Cardinals expired at the end of 2021 and the 33-year-old again found himself in strange circumstances, with the owner’s lockout disrupting his foray into MLB free agency.

While pitching for St. Louis, Kim’s role was as settled as the circumstances around him these past two years. He began the 2020 season as the Cardinals closer, notching his first professional save in his first major league appearance. A COVID outbreak on the team forced him into the starting rotation soon after, and he made seven starts during the remainder of the abbreviated regular season with an additional start in the Cardinals Wild Card series against the Padres. He allowed just nine total runs to score against him in those eight regular season appearances, good for a 1.62 ERA.

Last year, two separate stints on the injured list limited Kim to 21 starts and six relief appearances. The second of those trips to the IL came in mid-August after the Cardinals had acquired J.A. Happ and Jon Lester to bolster their rotation for the stretch run. Kim returned after two weeks on the sidelines but had lost his spot in the rotation by then. He made two more starts through the end of the season but was mostly relegated to mop up duty in the bullpen over the last month of the season.

All told, he made 28 starts during his time with the Cardinals and seven additional relief appearances. He compiled 1.8 WAR with an excellent 2.97 ERA that outpaced a more middling 4.34 FIP. He never racked up big strikeout totals, instead relying on good command and a solid ability to limit hard contact. Just 25.6% of the plate appearances against him ended with a hard hit batted ball, right in line with the league average over the last two seasons. He allowed a 6.3% barrel rate during his time in the majors and just a .348 expected wOBA on contact.

On the pitcher’s decision to return to Korea, Sung Min Kim had this to say:

“I think he was always inclined to stay in the US and try to prolong his career in the US by signing with another team. He’s had a desire to challenge himself in the majors for a long while, even before he signed with the Cardinals. With his age and the decreased velocity he showed during his two seasons in St. Louis, I wasn’t sure what the market looked like for him, especially given that he was relegated to a bullpen role later in 2021. I think, with the lockout taking awhile, him missing his family being back in Korea, and definitely having a clearer role guaranteed back in KBO, it was very hard to say no to a lucrative deal to come back.”

Kim’s departure from the US creates an even bigger hole in the depleted free agent starting pitching market. Twelve of the 18 starters listed on our top 50 free agents list signed new deals prior to the lockout. That leaves very few options for teams looking to bolster their rotations once the offseason resumes. Kim was ranked 35th on that list of top free agents, ahead of Zack Greinke, Michael Pineda, and Yusei Kikuchi. Though he probably wasn’t likely to land a significant payday from an MLB club, he could have been a solid back-of-the-rotation option for a contending team that needs a bit more depth in their rotation. Those teams that might have been interested in Kim’s services are now limited to looking at starters like Pineda, Kikuchi, Tyler Anderson, and Garrett Richards.

This may also be the first instance of the ongoing owner’s lockout influencing a player to leave the US to find other opportunities abroad. Obviously, Kim returning to his home country to play for the same team he starred for previously is a unique circumstance, but the fact that there was no clear end to his free agent limbo in America had to have entered into his decision-making process when opting to return to Korea. Kim chose to leave behind the uncertainty of MLB for a record-setting KBO deal.

If negotiations between MLB and the Players Association continue to drag on, jeopardizing more and more of the regular season, it wouldn’t be surprising to see players consider signing with international leagues to give them some guarantee of earnings and playing time. Bryce Harper already joked about playing in Japan and Taiwan on his Instagram account:

It’s not hard to imagine a situation where MLB players start to seriously consider their options abroad if progress towards a new CBA deal hasn’t been made. Opening day in Korea is set for April 2, while the Nippon Professional Baseball season begins on March 25. That gives players an increasingly narrow window to make a decision. Established stars like Harper probably won’t be making the jump to Asia this year, but for players still mired in free agency or on the fringe of a major league roster and ineligible to play in minor leagues, a guaranteed paycheck and playing time in a foreign league could become increasingly enticing.


Where Is Alec Bohm’s Power?

Bill Streicher-USA TODAY Sports

There’s a lot of power in Alec Bohm’s swing. He’s capable of getting completely twisted up, arms fully bent, on a pitch he has no business swinging at, and yet he can still get the barrel on the ball with enough power to blast it off the centerfield wall. Here, see for yourself:

It takes quick hands and great bat-to-ball skills to square up 93 mph that far in on your hands. It should be no surprise that the man behind that swing produced an 89th-percentile average exit velocity and 90th-percentile hard-hit rate in 2021. Yet good results rarely followed suit for Bohm, as the highly anticipated follow-up to his 138 wRC+ in his rookie campaign landed with a dud. The 6’5” third baseman proved unable to tap into his power, with only seven homers and a lowly .095 ISO — 15th percentile in the majors, well off the league average of .165 (though even during his stellar rookie season, he only got up to .145). His elite hard-hit rate wasn’t enough to keep his offense from cratering; he finished with a 75 wRC+ and was even demoted late in the season.

Bohm clearly has power potential, but after just 11 homers in his first 597 plate appearances, why hasn’t it surfaced? At first glance, it looks like a simple diagnosis: he hits the ball on the ground too often, and his ability to hit the ball hard is being diminished by a poor launch angle. That is certainly a good place to start given his 52.7% groundball rate last season, which ranked in the eighth percentile league-wide. Thriving with a groundball rate that high is not unheard of, but in order to do so, you really have to damage the fly balls you hit. It’s the Juan Soto model for success; he has an identical 52.7% grounder rate, but 24.4% of his fly balls leave the yard because he simply crushes them (average exit velocity: 96.2 mph). Bohm’s fly balls, meanwhile, are only leaving the park 11.3% of the time. Read the rest of this entry »


What’s the de Santiago Line, and Why Should You Care?

Patrick Gorski-USA TODAY Sports

You’ll have to bear with me at the start of this one, because I’m feeling expansive today. This article is about baseball trivia, but I’m getting there in an oblique way. It starts in Magnus Effect Baseball, but don’t worry, MLB fans, we won’t be staying there long on this winding journey to some fun facts.

I have a prospect crush on one of my virtual Phillies: a 17-year-old third baseman named Izzy de Santiago. He’s absolutely crushing the Dominican Summer League in 102 plate appearances, to the tune of a .375/.412/.583 line. His skillset is expansive; he hits for power and average and rarely swings and misses. He also has a huge infield arm and blazing straight-line speed. He looks like a potential future star, in fact. There’s just one problem:

My guy can’t take a walk to save his life, and he’s not projected to learn how to. Despite that huge hole in his game, he still has an OBP higher than his batting average, and it’s for one key reason: he’s quite good at getting hit by pitches. He’s racked up six so far in his abbreviated season, a frankly stunning pace. Six more HBPs than walks sounded extreme to me — and then I started spiraling back into the real world.
Read the rest of this entry »


Effectively Wild Episode 1820: Ban the Grift

EWFI
Ben Lindbergh, Meg Rowley, and FanGraphs author Dan Szymborski discuss the drawbacks and virtues of expanded playoffs, the ideal expanded-playoff format, and the biggest beneficiaries of playoff expansion in 2022, why the competitive balance tax functions as a soft cap and how MLB could actually promote competitive integrity, whether banning the shift is a bad idea and their general attitudes toward rules changes, the plight, projections, and possible destinations of Seiya Suzuki, free-agent deals Dan would want to see after the lockout is lifted, and much more.

Audio intro: The National, “Don’t Swallow the Cap
Audio outro: Smith Westerns, “Cheer Up

Link to Apple streaming press release
Link to Dan on projecting expanded playoffs
Link to Dan’s earlier post on playoff expansion
Link to Ben Clemens on expanded playoffs
Link to study on playoff luck
Link to Neil Paine on team true talent
Link to Brendan Gawlowski on KBO playoffs
Link to Pinstripe Alley on KBO playoffs
Link to Travis Sawchik on KBO playoffs
Link to Dan on projecting Suzuki
Link to Suzuki report
Link to Dan’s previous pod appearance
Link to Dan on signing FA pitchers
Link to Dan on signing FA hitters
Link to Dan on the CBT
Link to thread on competitive balance
Link to Rob Mains on the CBT
Link to Rob Mains on market size
Link to Sawchik on the CBT
Link to Eno Sarris on the CBT
Link to Ken Rosenthal on the CBT
Link to Ben on rules changes
Link to Ben on directional hitting
Link to Rosenthal on rules changes
Link to Russell on shifting developments
Link to Russell on bunting
Link to Russell on banning the shift
Link to Rob Arthur on outfield shifts
Link to Kim report
Link to David Appelman on funding FanGraphs

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Making the Case For Bat Speed

Nick Wosika-USA TODAY Sports

A few days ago, there was a question raised on Twitter that sparked a good amount of discussion:

It’s a straightforward premise with a not-so-straightforward answer. Bat-to-ball skills came out on top, but there’s a convincing case for each option. Bat speed matters most due to a strong correlation between exit velocity and overall production. Bat-to-ball skills matter most because without a sufficient rate of contact, it’s difficult to translate raw power into in-game power. Swing decisions matter most because good ones lead to favorable counts, which in turn lead to favorable results.

This author leans toward bat speed. It’s also the option that received the fewest amount of votes. This isn’t to say one side is in the wrong — the truth is that all three skills are integral to offensive production — but I’m here to defend what seemed like an unpopular choice. As far as I can comprehend, the remaining two are predicated on, or at least amplified by, the existence of bat speed.

Onto the case! It’s a little unorthodox, though, because I didn’t start off to prove a point. Before seeing that poll, I’d been working on a metric to evaluate a hitter’s swing decisions. It didn’t turn out as hoped, so I’ve put it on hold for now, but at least all that effort didn’t go to waste, because how hitters perform according to that metric indirectly reveals the importance of bat speed. Specifically, I’m going to narrow in on 0–0 counts, for three reasons: They’re the most ubiquitous; this article can’t go on forever; and the numbers get a bit wonky in other counts. See, there’s a reason why it didn’t work out. Read the rest of this entry »


MLB’s Competitive Balance Tax Is Anything But

Troy Taormina-USA TODAY Sports

One of my favorites paintings is René Magritte’s The Treachery of Images. Basically, it’s a painting of the pipe with “this is not a pipe” written on it in French. While interpretation is in the eye of the beholder, one can argue that it makes two points. First, there’s the wordplay; a painting is not a pipe. But there’s a double-meaning you can take, too: the frequent incongruity between what a word says and what a word actually is. (If you’d like to read a lot more about this painting, Michel Foucault has just what you need!)

MLB’s competitive balance tax has a lot in common with Magritte’s pipe. It says it’s about competition, but without any mechanism to ensure that the proceeds improve competition. It says it’s about balance, but it has no way to ensure that balance. It’s described widely as a luxury tax, but it’s not that either. Luxury taxes, historically, have been directed at what economist Fred Hirsch termed “positional goods,” or goods that are highly prized based on their scarcity and prestige value. Labor costs in a labor-intensive field, though, aren’t really a luxury good, and MLB’s business is mainly putting teams of baseball players on the field. Everything MLB does stems from those games; if the teams didn’t exist, there wouldn’t be as much clamor for t-shirts with cardinals sitting on a wooden stick or ice cream served in a small plastic helmet with a creatively spelled abbreviation of “stockings” on it. Players are no more luxuries for a baseball team than leather is for a shoe company.

But let’s get to the competitive balance side of things. MLB’s argument is that the CBT is needed to increase competitive balance. Yet there’s very little evidence that it actually has increased competitive balance, and if anything, teams are farther apart since the CBT was implemented, not closer together. From 1984 to 2001, leaving out shortened seasons, the standard deviation of winning percentage was about 67 points. From 2002, the first year of MLB’s modern CBT, to ’21 (excluding the shortened 2020 season), that increases to 74 points; since the start of 2016, when salaries have been static, it’s 80 points. Read the rest of this entry »